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Towards a Quantitative Analysis of CSI for AI/ML Based Sensing - MaRDI portal

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Towards a Quantitative Analysis of CSI for AI/ML Based Sensing (Q6693515)

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Dataset published at Zenodo repository.
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English
Towards a Quantitative Analysis of CSI for AI/ML Based Sensing
Dataset published at Zenodo repository.

    Statements

    instance of
    data set
    0 references
    description
    This dataset has been used to conduct a quantitative analysis of the CSI to gain insight into the potentialand limitations of CSI-based ambient sensing in the paper "Towards a Quantitative Analysis of CSI for AI/ML Based Sensing." It contains many CSI traces collected in an indoor environment in the presence of a varying number of people. All the data were collected with commercial Wi-Fi systems using IEEE 802.11ax and 20/40/80-MHz-wide channels.
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    publication date
    13 February 2025
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    author
    Elena Tonini
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    Francesco Gringoli
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    Renato Lo Cigno
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    Marco Cominelli
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    Identifiers

    Zenodo ID
    14651521
    0 references
     
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